Duckietown Challenges Home Challenges Submissions

Evaluator 358

ID358
evaluatorrudolf-7
ownerAndrea Censi 🇨🇭
machineidsc-rudolf
processrudolf-7
versionDC:3.1.57;DCR:3.2.14;DTS:3.0.30
first heard
last heard
statusinactive
# evaluating
# success57 10664
# timeout
# failed10 10723
# error4 10725
# aborted
# host-error
arm
x86_64
Mac
gpu available
Number of processors
Processor frequency (MHz)
Free % of processors
RAM total (MB)
RAM free (MB)
Disk (MB)
Disk available (MB)
Docker Hub
P1
P2
Cloud simulations
PI Camera
# Duckiebots
Map 3x3 avaiable
Number of duckies
gpu cores
AIDO 2 Map LF public
AIDO 2 Map LF private
AIDO 2 Map LFV public
AIDO 2 Map LFV private
AIDO 2 Map LFVI public
AIDO 2 Map LFVI private
AIDO 3 Map LF public
AIDO 3 Map LF private
AIDO 3 Map LFV public
AIDO 3 Map LFV private
AIDO 3 Map LFVI public
AIDO 3 Map LFVI private
AIDO 5 Map large loop
ETU track
for 2021, map is ETH_small_inter
IPFS mountpoint /ipfs available
IPNS mountpoint /ipns available

Evaluator jobs

Job IDsubmissionuseruser labelchallengestepstatusup to dateevaluatordate starteddate completeddurationmessage
113991308Dzenan LapandicLFV bd testaido1_LFV_r1-v3step1-simulationfailednorudolf-70:02:41
InvalidSubmission: T [...]
InvalidSubmission:
Traceback (most recent call last):
  File "/workspace/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 486, in wrap_evaluator
    raise InvalidSubmission(out[SPECIAL_INVALID_SUBMISSION])
InvalidSubmission: Invalid solution:
Traceback (most recent call last):
  File "/notebooks/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 585, in wrap_solution
    solution.run(cis)
  File "solution.py", line 135, in run
    raise InvalidSubmission(str(e))
InvalidSubmission: Giving up to connect to the gym duckietown server at host: evaluator

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11373942Claudio RuchPython templateaido1_amod_service_quality_r1-v3step1-simulationsuccessyesrudolf-70:04:11
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other stats
passedtrue
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11371943Claudio RuchJava templateaido1_amod_service_quality_r1-v3step1-simulationfailedyesrudolf-70:00:52
InvalidSubmission: T [...]
InvalidSubmission:
Traceback (most recent call last):
  File "/amod/target/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 486, in wrap_evaluator
    raise InvalidSubmission(out[SPECIAL_INVALID_SUBMISSION])
InvalidSubmission: Invalid solution:
Traceback (most recent call last):
  File "/aidamod/target/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 590, in wrap_solution
    raise InvalidSubmission(msg)
InvalidSubmission: Uncaught exception in solution:
Traceback (most recent call last):
  File "/aidamod/target/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 585, in wrap_solution
    solution.run(cis)
  File "/project/solution.py", line 34, in run
    subprocess.check_call(cmd, cwd=cwd, stdout=sys.stdout, stderr=sys.stderr)
  File "/usr/lib/python2.7/subprocess.py", line 186, in check_call
    raise CalledProcessError(retcode, cmd)
CalledProcessError: Command '['java', '-cp', 'classes/', 'aidamod.demo.AidoGuest', 'aido-host']' returned non-zero exit status 1


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11365946Claudio RuchJava templateaido1_amod_service_quality_r1-v3step1-simulationfailedyesrudolf-70:00:29
InvalidSubmission: T [...]
InvalidSubmission:
Traceback (most recent call last):
  File "/amod/target/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 486, in wrap_evaluator
    raise InvalidSubmission(out[SPECIAL_INVALID_SUBMISSION])
InvalidSubmission: Invalid solution:
Traceback (most recent call last):
  File "/aidamod/target/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 590, in wrap_solution
    raise InvalidSubmission(msg)
InvalidSubmission: Uncaught exception in solution:
Traceback (most recent call last):
  File "/aidamod/target/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 585, in wrap_solution
    solution.run(cis)
  File "/project/solution.py", line 34, in run
    subprocess.check_call(cmd, cwd=cwd, stdout=sys.stdout, stderr=sys.stderr)
  File "/usr/lib/python2.7/subprocess.py", line 186, in check_call
    raise CalledProcessError(retcode, cmd)
CalledProcessError: Command '['java', '-cp', 'classes/', 'aidamod.demo.AidoGuest', 'aido-host']' returned non-zero exit status 1


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11363947Claudio RuchJava templateaido1_amod_service_quality_r1-v3step1-simulationfailedyesrudolf-70:00:50
InvalidSubmission: T [...]
InvalidSubmission:
Traceback (most recent call last):
  File "/amod/target/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 486, in wrap_evaluator
    raise InvalidSubmission(out[SPECIAL_INVALID_SUBMISSION])
InvalidSubmission: Invalid solution:
Traceback (most recent call last):
  File "/aidamod/target/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 590, in wrap_solution
    raise InvalidSubmission(msg)
InvalidSubmission: Uncaught exception in solution:
Traceback (most recent call last):
  File "/aidamod/target/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 585, in wrap_solution
    solution.run(cis)
  File "/project/solution.py", line 34, in run
    subprocess.check_call(cmd, cwd=cwd, stdout=sys.stdout, stderr=sys.stderr)
  File "/usr/lib/python2.7/subprocess.py", line 186, in check_call
    raise CalledProcessError(retcode, cmd)
CalledProcessError: Command '['java', '-cp', 'classes/', 'aidamod.demo.AidoGuest', 'aido-host']' returned non-zero exit status 1


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11355953Claudio RuchFunky Controller 1aido1_amod_fleet_size_r1-v3step2-scoringsuccessyesrudolf-70:00:14
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fleet_size-1000000000


other stats
efficiency-71.78208735945476
service_quality-34.48236183986373
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11344953Claudio RuchFunky Controller 1aido1_amod_fleet_size_r1-v3step1-simulationsuccessyesrudolf-70:04:45
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other stats
passedtrue
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113311067Claudio RuchWebinar Algorithmaido1_amod_service_quality_r1-v3step1-simulationerroryesrudolf-70:11:09
Timeout: Waited 602 [...]
Timeout:

Waited 602.249864101 for container to finish. Giving up. 
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113241076Claudio RuchBig Fleet Controlleraido1_amod_fleet_size_r1-v3step1-simulationerroryesrudolf-70:11:08
Timeout: Waited 601 [...]
Timeout:

Waited 601.58467412 for container to finish. Giving up. 
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113121307Tina ChuROS-based Lane Followingaido1_LF1_r3-v3step4-vizsuccessyesrudolf-70:01:32
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driven_lanedir_median0.2272303180768307
deviation-center-line_median0.20681915361280567
in-drivable-lane_median0


other stats
deviation-center-line_max0.3568243903921427
deviation-center-line_mean0.2339024184529846
deviation-center-line_min0.12317304458368264
deviation-heading_max1.7477521518583374
deviation-heading_mean0.8385864351768578
deviation-heading_median0.625932399356574
deviation-heading_min0.4663073293798452
driven_any_max0.7928832038719099
driven_any_mean0.3442899087143174
driven_any_median0.2464303825004456
driven_any_min0.16427501307806475
driven_lanedir_max0.5568157761076884
driven_lanedir_mean0.28308198639260274
driven_lanedir_min0.1488538314418193
in-drivable-lane_max1.8666666666666691
in-drivable-lane_mean0.37333333333333385
in-drivable-lane_min0
per-episodes
details{"ep000": {"driven_any": 0.7928832038719099, "driven_lanedir": 0.5568157761076884, "in-drivable-lane": 1.8666666666666691, "deviation-heading": 1.7477521518583374, "deviation-center-line": 0.3451234776069457}, "ep001": {"driven_any": 0.3285759873680623, "driven_lanedir": 0.3206965291801671, "in-drivable-lane": 0, "deviation-heading": 0.4663073293798452, "deviation-center-line": 0.3568243903921427}, "ep002": {"driven_any": 0.16427501307806475, "driven_lanedir": 0.1488538314418193, "in-drivable-lane": 0, "deviation-heading": 0.5559356998062136, "deviation-center-line": 0.137572026069346}, "ep003": {"driven_any": 0.18928495675310453, "driven_lanedir": 0.16181347715650807, "in-drivable-lane": 0, "deviation-heading": 0.7970045954833189, "deviation-center-line": 0.12317304458368264}, "ep004": {"driven_any": 0.2464303825004456, "driven_lanedir": 0.2272303180768307, "in-drivable-lane": 0, "deviation-heading": 0.625932399356574, "deviation-center-line": 0.20681915361280567}}
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113011307Tina ChuROS-based Lane Followingaido1_LF1_r3-v3step3-videossuccessyesrudolf-70:01:01
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other stats
videos1
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112911307Tina ChuROS-based Lane Followingaido1_LF1_r3-v3step2-scoringsuccessyesrudolf-70:00:24
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survival_time_median2.366666666666668


other stats
episodes
details{"ep000": {"nsteps": 224, "reward": -4.614468659430713, "good_angle": 0.736912173000433, "survival_time": 7.46666666666665, "traveled_tiles": 2, "valid_direction": 1.099999999999996}, "ep001": {"nsteps": 94, "reward": -11.249216741703924, "good_angle": 0.19649234145495015, "survival_time": 3.133333333333332, "traveled_tiles": 1, "valid_direction": 0.29999999999999893}, "ep002": {"nsteps": 48, "reward": -21.30313229933381, "good_angle": 0.36602712571830665, "survival_time": 1.6000000000000016, "traveled_tiles": 2, "valid_direction": 0.6666666666666681}, "ep003": {"nsteps": 55, "reward": -18.556428309191357, "good_angle": 0.6146218368799753, "survival_time": 1.8333333333333357, "traveled_tiles": 1, "valid_direction": 0.6666666666666687}, "ep004": {"nsteps": 71, "reward": -14.55548485525897, "good_angle": 0.42671573150912695, "survival_time": 2.366666666666668, "traveled_tiles": 1, "valid_direction": 0.6333333333333326}}
good_angle_max0.736912173000433
good_angle_mean0.4681538417125584
good_angle_median0.42671573150912695
good_angle_min0.19649234145495015
reward_max-4.614468659430713
reward_mean-14.055746172983756
reward_median-14.55548485525897
reward_min-21.30313229933381
survival_time_max7.46666666666665
survival_time_mean3.2799999999999976
survival_time_min1.6000000000000016
traveled_tiles_max2
traveled_tiles_mean1.4
traveled_tiles_median1
traveled_tiles_min1
valid_direction_max1.099999999999996
valid_direction_mean0.6733333333333329
valid_direction_median0.6666666666666681
valid_direction_min0.29999999999999893
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112831306Tri Cao 🇺🇸Baseline solution using imitation learning from logsaido1_LF1_r3-v3step3-videossuccessyesrudolf-70:02:15
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other stats
videos1
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112681305Anton Mashikhin 🇷🇺SAIC MOSCOW MMLaido1_LF1_r3-v3step4-vizsuccessyesrudolf-70:05:11
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driven_lanedir_median8.466416467829077
deviation-center-line_median0.7491075821771831
in-drivable-lane_median0.06666666666666643


other stats
deviation-center-line_max1.0852097769842697
deviation-center-line_mean0.6828056697229344
deviation-center-line_min0.110456458929874
deviation-heading_max3.088169914104725
deviation-heading_mean1.9361613489916736
deviation-heading_median1.9716545225234337
deviation-heading_min0.5532418461875583
driven_any_max9.395397994412496
driven_any_mean6.118783919231438
driven_any_median8.673270359145661
driven_any_min1.2271279931045092
driven_lanedir_max9.106972393834644
driven_lanedir_mean5.887907266761421
driven_lanedir_min1.1523564491476126
in-drivable-lane_max0.6999999999999994
in-drivable-lane_mean0.19999999999999968
in-drivable-lane_min0
per-episodes
details{"ep000": {"driven_any": 9.13343633823087, "driven_lanedir": 8.632442293612678, "in-drivable-lane": 0.6999999999999994, "deviation-heading": 2.9109849023974417, "deviation-center-line": 1.0852097769842697}, "ep001": {"driven_any": 2.164686911263656, "driven_lanedir": 2.0813487293830906, "in-drivable-lane": 0.033333333333333215, "deviation-heading": 1.1567555597452082, "deviation-center-line": 0.3937472257413113}, "ep002": {"driven_any": 1.2271279931045092, "driven_lanedir": 1.1523564491476126, "in-drivable-lane": 0, "deviation-heading": 0.5532418461875583, "deviation-center-line": 0.110456458929874}, "ep003": {"driven_any": 9.395397994412496, "driven_lanedir": 9.106972393834644, "in-drivable-lane": 0.1999999999999993, "deviation-heading": 3.088169914104725, "deviation-center-line": 1.0755073047820347}, "ep004": {"driven_any": 8.673270359145661, "driven_lanedir": 8.466416467829077, "in-drivable-lane": 0.06666666666666643, "deviation-heading": 1.9716545225234337, "deviation-center-line": 0.7491075821771831}}
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112491305Anton Mashikhin 🇷🇺SAIC MOSCOW MMLaido1_LF1_r3-v3step1-simulationsuccessnorudolf-70:05:13
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other stats
simulation-passed1
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112431303Anton Mashikhin 🇷🇺SAIC MOSCOW MMLaido1_LF1_r3-v3step4-vizsuccessyesrudolf-70:04:28
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driven_lanedir_median4.247947866530568
deviation-center-line_median0.4327948281734701
in-drivable-lane_median0.33333333333333215


other stats
deviation-center-line_max0.8951573984927605
deviation-center-line_mean0.5294639676056159
deviation-center-line_min0.2553864082264141
deviation-heading_max2.5086434238842648
deviation-heading_mean1.7176914721650511
deviation-heading_median1.3764712107670771
deviation-heading_min0.935815621123276
driven_any_max9.83643308694634
driven_any_mean5.49635327088284
driven_any_median4.3797351459243234
driven_any_min2.1044204655967538
driven_lanedir_max9.247955113262256
driven_lanedir_mean5.215254784547498
driven_lanedir_min1.8076115267915815
in-drivable-lane_max0.7999999999999972
in-drivable-lane_mean0.3466666666666658
in-drivable-lane_min0.033333333333333215
per-episodes
details{"ep000": {"driven_any": 2.4350440530543422, "driven_lanedir": 2.1641183480391843, "in-drivable-lane": 0.5, "deviation-heading": 0.935815621123276, "deviation-center-line": 0.2553864082264141}, "ep001": {"driven_any": 2.1044204655967538, "driven_lanedir": 1.8076115267915815, "in-drivable-lane": 0.33333333333333215, "deviation-heading": 1.3764712107670771, "deviation-center-line": 0.3623346537121123}, "ep002": {"driven_any": 9.83643308694634, "driven_lanedir": 9.247955113262256, "in-drivable-lane": 0.7999999999999972, "deviation-heading": 2.4644149719140565, "deviation-center-line": 0.8951573984927605}, "ep003": {"driven_any": 4.3797351459243234, "driven_lanedir": 4.247947866530568, "in-drivable-lane": 0.06666666666666643, "deviation-heading": 1.3031121331365825, "deviation-center-line": 0.4327948281734701}, "ep004": {"driven_any": 8.726133602892439, "driven_lanedir": 8.608641068113897, "in-drivable-lane": 0.033333333333333215, "deviation-heading": 2.5086434238842648, "deviation-center-line": 0.701646549423322}}
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112281304Anton Mashikhin 🇷🇺SAIC MOSCOW MMLaido1_LF1_r3-v3step3-videossuccessyesrudolf-70:04:15
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other stats
videos1
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112231304Anton Mashikhin 🇷🇺SAIC MOSCOW MMLaido1_LF1_r3-v3step2-scoringsuccessyesrudolf-70:00:24
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survival_time_median16.666666666666654


other stats
episodes
details{"ep000": {"nsteps": 500, "reward": -0.025241015423089267, "good_angle": 0.5660956539852379, "survival_time": 16.666666666666654, "traveled_tiles": 16, "valid_direction": 1.3333333333333302}, "ep001": {"nsteps": 500, "reward": -0.3052277488233522, "good_angle": 41.3027307319338, "survival_time": 16.666666666666654, "traveled_tiles": 17, "valid_direction": 5.600000000000018}, "ep002": {"nsteps": 500, "reward": -0.10230048004770652, "good_angle": 0.6659104569093917, "survival_time": 16.666666666666654, "traveled_tiles": 16, "valid_direction": 1.9666666666666597}, "ep003": {"nsteps": 500, "reward": -0.06712517729547107, "good_angle": 0.4061192818354377, "survival_time": 16.666666666666654, "traveled_tiles": 16, "valid_direction": 0.9333333333333308}, "ep004": {"nsteps": 500, "reward": -0.3235300897718407, "good_angle": 41.2754370289088, "survival_time": 16.666666666666654, "traveled_tiles": 17, "valid_direction": 5.099999999999985}}
good_angle_max41.3027307319338
good_angle_mean16.843258630714534
good_angle_median0.6659104569093917
good_angle_min0.4061192818354377
reward_max-0.025241015423089267
reward_mean-0.16468490227229196
reward_median-0.10230048004770652
reward_min-0.3235300897718407
survival_time_max16.666666666666654
survival_time_mean16.666666666666654
survival_time_min16.666666666666654
traveled_tiles_max17
traveled_tiles_mean16.4
traveled_tiles_median16
traveled_tiles_min16
valid_direction_max5.600000000000018
valid_direction_mean2.986666666666665
valid_direction_median1.9666666666666597
valid_direction_min0.9333333333333308
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112161304Anton Mashikhin 🇷🇺SAIC MOSCOW MMLaido1_LF1_r3-v3step1-simulationsuccessnorudolf-70:08:00
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simulation-passed1
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112031303Anton Mashikhin 🇷🇺SAIC MOSCOW MMLaido1_LF1_r3-v3step3-videossuccessyesrudolf-70:02:39
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other stats
videos1
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111971303Anton Mashikhin 🇷🇺SAIC MOSCOW MMLaido1_LF1_r3-v3step2-scoringsuccessyesrudolf-70:00:24
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survival_time_median7.333333333333317


other stats
episodes
details{"ep000": {"nsteps": 135, "reward": -7.617946757625624, "good_angle": 0.24914791547711929, "survival_time": 4.499999999999994, "traveled_tiles": 5, "valid_direction": 0.5999999999999985}, "ep001": {"nsteps": 149, "reward": -7.085851560353032, "good_angle": 10.035174620388348, "survival_time": 4.966666666666659, "traveled_tiles": 5, "valid_direction": 1.8999999999999992}, "ep002": {"nsteps": 500, "reward": -0.12116984189208596, "good_angle": 0.6114449517312698, "survival_time": 16.666666666666654, "traveled_tiles": 18, "valid_direction": 1.6333333333333275}, "ep003": {"nsteps": 220, "reward": -4.690160607782045, "good_angle": 0.18338344049862731, "survival_time": 7.333333333333317, "traveled_tiles": 8, "valid_direction": 0.3999999999999986}, "ep004": {"nsteps": 500, "reward": -0.31342388660390863, "good_angle": 33.864049863006905, "survival_time": 16.666666666666654, "traveled_tiles": 18, "valid_direction": 4.833333333333349}}
good_angle_max33.864049863006905
good_angle_mean8.988640158220454
good_angle_median0.6114449517312698
good_angle_min0.18338344049862731
reward_max-0.12116984189208596
reward_mean-3.9657105308513385
reward_median-4.690160607782045
reward_min-7.617946757625624
survival_time_max16.666666666666654
survival_time_mean10.026666666666651
survival_time_min4.499999999999994
traveled_tiles_max18
traveled_tiles_mean10.8
traveled_tiles_median8
traveled_tiles_min5
valid_direction_max4.833333333333349
valid_direction_mean1.8733333333333348
valid_direction_median1.6333333333333275
valid_direction_min0.3999999999999986
No reset possible
111891303Anton Mashikhin 🇷🇺SAIC MOSCOW MMLaido1_LF1_r3-v3step1-simulationsuccessnorudolf-70:06:26
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other stats
simulation-passed1
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111801302Anton Mashikhin 🇷🇺Template for ROS Submissionaido1_LF1_r3-v3step4-vizsuccessyesrudolf-70:02:01
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driven_lanedir_median0.5323895106250947
deviation-center-line_median0.2069133082272764
in-drivable-lane_median1.7666666666666604


other stats
deviation-center-line_max0.5467131081696794
deviation-center-line_mean0.2602226065031052
deviation-center-line_min0.109306961893104
deviation-heading_max1.742323630223919
deviation-heading_mean1.1567573530878712
deviation-heading_median1.3282976503274275
deviation-heading_min0.24355646859871627
driven_any_max2.1899668958618665
driven_any_mean0.991835190048022
driven_any_median0.9696925230542558
driven_any_min0.3178171092322331
driven_lanedir_max0.7169311640978855
driven_lanedir_mean0.45386049169510273
driven_lanedir_min0.04178689899496413
in-drivable-lane_max6.533333333333311
in-drivable-lane_mean2.1733333333333262
in-drivable-lane_min0
per-episodes
details{"ep000": {"driven_any": 0.3178171092322331, "driven_lanedir": 0.04178689899496413, "in-drivable-lane": 0.633333333333334, "deviation-heading": 1.3282976503274275, "deviation-center-line": 0.109306961893104}, "ep001": {"driven_any": 1.1502565226532864, "driven_lanedir": 0.6512425203302821, "in-drivable-lane": 1.7666666666666604, "deviation-heading": 1.5861269978141073, "deviation-center-line": 0.30358180641808197}, "ep002": {"driven_any": 0.3314428994384689, "driven_lanedir": 0.32695236442728737, "in-drivable-lane": 0, "deviation-heading": 0.24355646859871627, "deviation-center-line": 0.1345978478073843}, "ep003": {"driven_any": 2.1899668958618665, "driven_lanedir": 0.7169311640978855, "in-drivable-lane": 6.533333333333311, "deviation-heading": 1.742323630223919, "deviation-center-line": 0.5467131081696794}, "ep004": {"driven_any": 0.9696925230542558, "driven_lanedir": 0.5323895106250947, "in-drivable-lane": 1.9333333333333265, "deviation-heading": 0.8834820184751857, "deviation-center-line": 0.2069133082272764}}
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111721302Anton Mashikhin 🇷🇺Template for ROS Submissionaido1_LF1_r3-v3step3-videossuccessyesrudolf-70:01:20
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videos1
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111661302Anton Mashikhin 🇷🇺Template for ROS Submissionaido1_LF1_r3-v3step2-scoringsuccessyesrudolf-70:00:22
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survival_time_median4.66666666666666


other stats
episodes
details{"ep000": {"nsteps": 50, "reward": -20.329378296332433, "good_angle": 1.468160510939434, "survival_time": 1.6666666666666683, "traveled_tiles": 1, "valid_direction": 1.4000000000000017}, "ep001": {"nsteps": 171, "reward": -7.239350287157944, "good_angle": 12.220765922292202, "survival_time": 5.6999999999999895, "traveled_tiles": 2, "valid_direction": 3.066666666666656}, "ep002": {"nsteps": 49, "reward": -20.82356342794944, "good_angle": 0.0475471341694313, "survival_time": 1.633333333333335, "traveled_tiles": 2, "valid_direction": 0.03333333333333344}, "ep003": {"nsteps": 328, "reward": -3.9637742684987263, "good_angle": 3.5554145744831076, "survival_time": 10.933333333333303, "traveled_tiles": 4, "valid_direction": 4.066666666666658}, "ep004": {"nsteps": 140, "reward": -8.124590363497763, "good_angle": 1.3339038883512928, "survival_time": 4.66666666666666, "traveled_tiles": 2, "valid_direction": 3.366666666666659}}
good_angle_max12.220765922292202
good_angle_mean3.725158406047094
good_angle_median1.468160510939434
good_angle_min0.0475471341694313
reward_max-3.9637742684987263
reward_mean-12.09613132868726
reward_median-8.124590363497763
reward_min-20.82356342794944
survival_time_max10.933333333333303
survival_time_mean4.919999999999992
survival_time_min1.633333333333335
traveled_tiles_max4
traveled_tiles_mean2.2
traveled_tiles_median2
traveled_tiles_min1
valid_direction_max4.066666666666658
valid_direction_mean2.386666666666662
valid_direction_median3.066666666666656
valid_direction_min0.03333333333333344
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111551301Anton Mashikhin 🇷🇺Template for ROS Submissionaido1_LF1_r3-v3step3-videossuccessyesrudolf-70:01:39
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111441301Anton Mashikhin 🇷🇺Template for ROS Submissionaido1_LF1_r3-v3step1-simulationsuccessnorudolf-70:05:45
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simulation-passed1
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111361300Anton Mashikhin 🇷🇺SAIC MOSCOW MMLaido1_LF1_r3-v3step1-simulationfailednorudolf-70:00:43
InvalidSubmission: T [...]
InvalidSubmission:
Traceback (most recent call last):
  File "/workspace/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 486, in wrap_evaluator
    raise InvalidSubmission(out[SPECIAL_INVALID_SUBMISSION])
InvalidSubmission: Invalid solution:
Traceback (most recent call last):
  File "/workspace/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 590, in wrap_solution
    raise InvalidSubmission(msg)
InvalidSubmission: Uncaught exception in solution:
Traceback (most recent call last):
  File "/workspace/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 585, in wrap_solution
    solution.run(cis)
  File "solution.py", line 127, in run
    solve(params, cis)
  File "solution.py", line 89, in solve
    cis.info('Logging. %s %s %s ' % (str(env.unwrapped.robot_speed), str(env.unwrapped.cur_pos), str(env.unwrapped.cur_angle)))
AttributeError: 'SimpleSimAgentEnv' object has no attribute 'robot_speed'


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111271299Anton Mashikhin 🇷🇺SAIC MOSCOW MMLaido1_LF1_r3-v3step1-simulationfailednorudolf-70:00:41
InvalidSubmission: T [...]
InvalidSubmission:
Traceback (most recent call last):
  File "/workspace/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 486, in wrap_evaluator
    raise InvalidSubmission(out[SPECIAL_INVALID_SUBMISSION])
InvalidSubmission: Invalid solution:
Traceback (most recent call last):
  File "/workspace/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 590, in wrap_solution
    raise InvalidSubmission(msg)
InvalidSubmission: Uncaught exception in solution:
Traceback (most recent call last):
  File "/workspace/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 585, in wrap_solution
    solution.run(cis)
  File "solution.py", line 127, in run
    solve(params, cis)
  File "solution.py", line 72, in solve
    env = make_env(config, debug=debug)
  File "solution.py", line 38, in make_env
    env = wrp.Act(wrp.ChannelsFirstWrapper(wrp.FrameStack(wrp.PreprocessFrameWrapper(wrp.UndistortWrapper(wrp.SkipEnv(env, skip=config['frame_skip']))))))
AttributeError: 'module' object has no attribute 'UndistortWrapper'


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111051297Anton Mashikhin 🇷🇺SAIC MOSCOW MMLaido1_LF1_r3-v3step4-vizsuccessyesrudolf-70:08:35
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driven_lanedir_median4.051829096858754
deviation-center-line_median0.92971426400998
in-drivable-lane_median0.09999999999999964


other stats
deviation-center-line_max0.942361718872175
deviation-center-line_mean0.8572808146222097
deviation-center-line_min0.6352737923652181
deviation-heading_max4.154968182851831
deviation-heading_mean3.0043615237383805
deviation-heading_median3.2100480227248354
deviation-heading_min1.448995458537678
driven_any_max4.685052912313802
driven_any_mean4.268651858623994
driven_any_median4.270000785139785
driven_any_min3.6056512932929903
driven_lanedir_max4.666314634594814
driven_lanedir_mean4.092641922881887
driven_lanedir_min3.3140298965753785
in-drivable-lane_max1.2666666666666664
in-drivable-lane_mean0.3999999999999994
in-drivable-lane_min0
per-episodes
details{"ep000": {"driven_any": 4.270000785139785, "driven_lanedir": 3.9149195004453623, "in-drivable-lane": 1.2666666666666664, "deviation-heading": 3.4530617576225806, "deviation-center-line": 0.92971426400998}, "ep001": {"driven_any": 3.6056512932929903, "driven_lanedir": 3.3140298965753785, "in-drivable-lane": 0.5666666666666647, "deviation-heading": 4.154968182851831, "deviation-center-line": 0.942361718872175}, "ep002": {"driven_any": 4.151214909073667, "driven_lanedir": 4.051829096858754, "in-drivable-lane": 0.09999999999999964, "deviation-heading": 2.7547341969549755, "deviation-center-line": 0.8444769561548144}, "ep003": {"driven_any": 4.631339393299723, "driven_lanedir": 4.516116485935129, "in-drivable-lane": 0.06666666666666643, "deviation-heading": 3.2100480227248354, "deviation-center-line": 0.9345773417088612}, "ep004": {"driven_any": 4.685052912313802, "driven_lanedir": 4.666314634594814, "in-drivable-lane": 0, "deviation-heading": 1.448995458537678, "deviation-center-line": 0.6352737923652181}}
No reset possible
110991297Anton Mashikhin 🇷🇺SAIC MOSCOW MMLaido1_LF1_r3-v3step2-scoringsuccessyesrudolf-70:01:54
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survival_time_median16.666666666666654


other stats
episodes
details{"ep000": {"nsteps": 500, "reward": -0.12872719888342543, "good_angle": 0.9576191171400944, "survival_time": 16.666666666666654, "traveled_tiles": 8, "valid_direction": 2.299999999999994}, "ep001": {"nsteps": 500, "reward": -0.32568414630950426, "good_angle": 31.885946853786997, "survival_time": 16.666666666666654, "traveled_tiles": 9, "valid_direction": 5.8000000000000025}, "ep002": {"nsteps": 500, "reward": -0.026519747545942662, "good_angle": 0.7382874364771269, "survival_time": 16.666666666666654, "traveled_tiles": 8, "valid_direction": 1.8999999999999932}, "ep003": {"nsteps": 500, "reward": -0.14358187809749506, "good_angle": 0.736805346290642, "survival_time": 16.666666666666654, "traveled_tiles": 9, "valid_direction": 1.9000000000000057}, "ep004": {"nsteps": 500, "reward": -0.3258316019057529, "good_angle": 37.830552116191214, "survival_time": 16.666666666666654, "traveled_tiles": 10, "valid_direction": 4.66666666666665}}
good_angle_max37.830552116191214
good_angle_mean14.429842173977216
good_angle_median0.9576191171400944
good_angle_min0.736805346290642
reward_max-0.026519747545942662
reward_mean-0.1900689145484241
reward_median-0.14358187809749506
reward_min-0.3258316019057529
survival_time_max16.666666666666654
survival_time_mean16.666666666666654
survival_time_min16.666666666666654
traveled_tiles_max10
traveled_tiles_mean8.8
traveled_tiles_median9
traveled_tiles_min8
valid_direction_max5.8000000000000025
valid_direction_mean3.313333333333329
valid_direction_median2.299999999999994
valid_direction_min1.8999999999999932
No reset possible
110971297Anton Mashikhin 🇷🇺SAIC MOSCOW MMLaido1_LF1_r3-v3step1-simulationsuccessnorudolf-70:09:06
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other stats
simulation-passed1
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110931296Anton Mashikhin 🇷🇺SAIC MOSCOW MMLaido1_LF1_r3-v3step4-vizsuccessyesrudolf-70:06:21
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driven_lanedir_median4.059602090256015
deviation-center-line_median0.9233774452974473
in-drivable-lane_median0.06666666666666643


other stats
deviation-center-line_max0.949820010509239
deviation-center-line_mean0.8471167073284788
deviation-center-line_min0.5946126139614508
deviation-heading_max4.152007344027524
deviation-heading_mean3.00191975331795
deviation-heading_median3.225164541782035
deviation-heading_min1.5002234411759428
driven_any_max4.71754922294293
driven_any_mean4.27810584519334
driven_any_median4.257084832627703
driven_any_min3.64324106737124
driven_lanedir_max4.698600876684635
driven_lanedir_mean4.1050019299967575
driven_lanedir_min3.3439683783780128
in-drivable-lane_max1.2666666666666666
in-drivable-lane_mean0.39999999999999947
in-drivable-lane_min0
per-episodes
details{"ep000": {"driven_any": 4.257084832627703, "driven_lanedir": 3.912478498972464, "in-drivable-lane": 1.2666666666666666, "deviation-heading": 3.4242468414709983, "deviation-center-line": 0.9234806487754208}, "ep001": {"driven_any": 3.64324106737124, "driven_lanedir": 3.3439683783780128, "in-drivable-lane": 0.5999999999999979, "deviation-heading": 4.152007344027524, "deviation-center-line": 0.949820010509239}, "ep002": {"driven_any": 4.147042135683437, "driven_lanedir": 4.059602090256015, "in-drivable-lane": 0.06666666666666643, "deviation-heading": 2.70795659813325, "deviation-center-line": 0.8442928180988358}, "ep003": {"driven_any": 4.625611967341394, "driven_lanedir": 4.510359805692658, "in-drivable-lane": 0.06666666666666643, "deviation-heading": 3.225164541782035, "deviation-center-line": 0.9233774452974473}, "ep004": {"driven_any": 4.71754922294293, "driven_lanedir": 4.698600876684635, "in-drivable-lane": 0, "deviation-heading": 1.5002234411759428, "deviation-center-line": 0.5946126139614508}}
No reset possible
110851296Anton Mashikhin 🇷🇺SAIC MOSCOW MMLaido1_LF1_r3-v3step3-videossuccessyesrudolf-70:02:30
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videos1
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110721296Anton Mashikhin 🇷🇺SAIC MOSCOW MMLaido1_LF1_r3-v3step1-simulationsuccessnorudolf-70:07:31
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simulation-passed1
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110651295Anton Mashikhin 🇷🇺SAIC MOSCOW MMLaido1_LF1_r3-v3step4-vizsuccessyesrudolf-70:05:17
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driven_lanedir_median3.910996529633443
deviation-center-line_median0.804829668110413
in-drivable-lane_median0.033333333333333215


other stats
deviation-center-line_max1.039879518692922
deviation-center-line_mean0.7667227890186241
deviation-center-line_min0.3222291105867537
deviation-heading_max3.2571936050662273
deviation-heading_mean2.1809540644258907
deviation-heading_median2.6458401641549094
deviation-heading_min0.9822962818116744
driven_any_max5.123266602593036
driven_any_mean3.5595592135593237
driven_any_median4.272131146626368
driven_any_min1.5077016675170083
driven_lanedir_max5.10905363944258
driven_lanedir_mean3.432994515958099
driven_lanedir_min1.4595445026629377
in-drivable-lane_max1.0999999999999994
in-drivable-lane_mean0.25999999999999973
in-drivable-lane_min0
per-episodes
details{"ep000": {"driven_any": 4.272131146626368, "driven_lanedir": 3.910996529633443, "in-drivable-lane": 1.0999999999999994, "deviation-heading": 3.2571936050662273, "deviation-center-line": 1.039879518692922}, "ep001": {"driven_any": 2.1447119551227667, "driven_lanedir": 2.0224400944249012, "in-drivable-lane": 0.13333333333333286, "deviation-heading": 2.6585454794779535, "deviation-center-line": 0.7527271103559265}, "ep002": {"driven_any": 1.5077016675170083, "driven_lanedir": 1.4595445026629377, "in-drivable-lane": 0.033333333333333215, "deviation-heading": 1.3608947916186889, "deviation-center-line": 0.3222291105867537}, "ep003": {"driven_any": 4.74998469593744, "driven_lanedir": 4.66293781362663, "in-drivable-lane": 0.033333333333333215, "deviation-heading": 2.6458401641549094, "deviation-center-line": 0.804829668110413}, "ep004": {"driven_any": 5.123266602593036, "driven_lanedir": 5.10905363944258, "in-drivable-lane": 0, "deviation-heading": 0.9822962818116744, "deviation-center-line": 0.9139485373471052}}
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110571295Anton Mashikhin 🇷🇺SAIC MOSCOW MMLaido1_LF1_r3-v3step3-videossuccessyesrudolf-70:01:54
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videos1
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110521295Anton Mashikhin 🇷🇺SAIC MOSCOW MMLaido1_LF1_r3-v3step2-scoringsuccessyesrudolf-70:00:22
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survival_time_median16.666666666666654


other stats
episodes
details{"ep000": {"nsteps": 500, "reward": -0.12137116433726625, "good_angle": 1.0419096888881556, "survival_time": 16.666666666666654, "traveled_tiles": 8, "valid_direction": 2.633333333333326}, "ep001": {"nsteps": 303, "reward": -3.62843049893931, "good_angle": 15.400139654029603, "survival_time": 10.099999999999977, "traveled_tiles": 5, "valid_direction": 3.1666666666666554}, "ep002": {"nsteps": 186, "reward": -5.627489280993975, "good_angle": 0.27681601352758295, "survival_time": 6.199999999999988, "traveled_tiles": 4, "valid_direction": 0.7333333333333307}, "ep003": {"nsteps": 500, "reward": -0.18406181560666304, "good_angle": 0.7270384677449752, "survival_time": 16.666666666666654, "traveled_tiles": 9, "valid_direction": 1.6666666666666732}, "ep004": {"nsteps": 500, "reward": -0.04293484631704632, "good_angle": 40.92457506370659, "survival_time": 16.666666666666654, "traveled_tiles": 10, "valid_direction": 4.633333333333317}}
good_angle_max40.92457506370659
good_angle_mean11.674095777579382
good_angle_median1.0419096888881556
good_angle_min0.27681601352758295
reward_max-0.04293484631704632
reward_mean-1.920857521238852
reward_median-0.18406181560666304
reward_min-5.627489280993975
survival_time_max16.666666666666654
survival_time_mean13.259999999999986
survival_time_min6.199999999999988
traveled_tiles_max10
traveled_tiles_mean7.2
traveled_tiles_median8
traveled_tiles_min4
valid_direction_max4.633333333333317
valid_direction_mean2.56666666666666
valid_direction_median2.633333333333326
valid_direction_min0.7333333333333307
No reset possible
110381294Anton Mashikhin 🇷🇺SAIC MOSCOW MMLaido1_LF1_r3-v3step1-simulationfailednorudolf-70:00:47
InvalidSubmission: T [...]
InvalidSubmission:
Traceback (most recent call last):
  File "/workspace/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 486, in wrap_evaluator
    raise InvalidSubmission(out[SPECIAL_INVALID_SUBMISSION])
InvalidSubmission: Invalid solution:
Traceback (most recent call last):
  File "/workspace/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 590, in wrap_solution
    raise InvalidSubmission(msg)
InvalidSubmission: Uncaught exception in solution:
Traceback (most recent call last):
  File "/workspace/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 585, in wrap_solution
    solution.run(cis)
  File "solution.py", line 126, in run
    solve(params, cis)
  File "solution.py", line 72, in solve
    env = make_env(config, debug=debug)
  File "solution.py", line 38, in make_env
    env = wrp.Act(wrp.ChannelsFirstWrapper(wrp.FrameStack(wrp.PreprocessFrameWrapper(wrp.UndistortWrapper(wrp.SkipEnv(env, skip=config['frame_skip']))))))
  File "/workspace/wrappers.py", line 392, in __init__
    assert env.unwrapped.distortion, "Distortion is false, no need for this wrapper"
AttributeError: 'SimpleSimAgentEnv' object has no attribute 'distortion'


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109631282Yun Chen 🇨🇦PyTorch templateaido1_LF1_r3-v3step4-vizsuccessyesrudolf-70:05:04
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driven_lanedir_median-1.05985247177248
deviation-center-line_median0.32463013910329175
in-drivable-lane_median8.23333333333332


other stats
deviation-center-line_max1.2229848197846576
deviation-center-line_mean0.5013585011463242
deviation-center-line_min0.18421462158296809
deviation-heading_max6.639256027638261
deviation-heading_mean6.130316773672168
deviation-heading_median6.587348625790274
deviation-heading_min4.253182461720226
driven_any_max3.317636741607105
driven_any_mean3.31763674160709
driven_any_median3.317636741607098
driven_any_min3.3176367416070653
driven_lanedir_max-0.8727849850798894
driven_lanedir_mean-1.0237415377242507
driven_lanedir_min-1.0652501105207834
in-drivable-lane_max10.466666666666663
in-drivable-lane_mean8.686666666666657
in-drivable-lane_min8.233333333333318
per-episodes
details{"ep000": {"driven_any": 3.317636741607105, "driven_lanedir": -0.8727849850798894, "in-drivable-lane": 10.466666666666663, "deviation-heading": 4.253182461720226, "deviation-center-line": 1.2229848197846576}, "ep001": {"driven_any": 3.3176367416070653, "driven_lanedir": -1.0585760658647092, "in-drivable-lane": 8.23333333333332, "deviation-heading": 6.639256027638261, "deviation-center-line": 0.4939995088117161}, "ep002": {"driven_any": 3.317636741607098, "driven_lanedir": -1.0622440553833916, "in-drivable-lane": 8.23333333333332, "deviation-heading": 6.60795448532735, "deviation-center-line": 0.28096341644898776}, "ep003": {"driven_any": 3.317636741607083, "driven_lanedir": -1.05985247177248, "in-drivable-lane": 8.266666666666653, "deviation-heading": 6.563842267884727, "deviation-center-line": 0.18421462158296809}, "ep004": {"driven_any": 3.3176367416071, "driven_lanedir": -1.0652501105207834, "in-drivable-lane": 8.233333333333318, "deviation-heading": 6.587348625790274, "deviation-center-line": 0.32463013910329175}}
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109531282Yun Chen 🇨🇦PyTorch templateaido1_LF1_r3-v3step3-videossuccessyesrudolf-70:01:53
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videos1
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109411282Yun Chen 🇨🇦PyTorch templateaido1_LF1_r3-v3step2-scoringsuccessyesrudolf-70:02:30
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survival_time_median16.666666666666654


other stats
episodes
details{"ep000": {"nsteps": 500, "reward": -0.966810409963131, "good_angle": 47.08330822850749, "survival_time": 16.666666666666654, "traveled_tiles": 1, "valid_direction": 14.233333333333322}, "ep001": {"nsteps": 500, "reward": -1.300191262960434, "good_angle": 13.8317262841996, "survival_time": 16.666666666666654, "traveled_tiles": 1, "valid_direction": 13.099999999999993}, "ep002": {"nsteps": 500, "reward": -1.117795492440462, "good_angle": 13.808909540839275, "survival_time": 16.666666666666654, "traveled_tiles": 2, "valid_direction": 12.933333333333326}, "ep003": {"nsteps": 500, "reward": -0.9294596527849426, "good_angle": 13.819737231108473, "survival_time": 16.666666666666654, "traveled_tiles": 1, "valid_direction": 12.96666666666666}, "ep004": {"nsteps": 500, "reward": -1.163820459574461, "good_angle": 13.824014957850544, "survival_time": 16.666666666666654, "traveled_tiles": 1, "valid_direction": 13.09999999999999}}
good_angle_max47.08330822850749
good_angle_mean20.473539248501076
good_angle_median13.824014957850544
good_angle_min13.808909540839275
reward_max-0.9294596527849426
reward_mean-1.0956154555446862
reward_median-1.117795492440462
reward_min-1.300191262960434
survival_time_max16.666666666666654
survival_time_mean16.666666666666654
survival_time_min16.666666666666654
traveled_tiles_max2
traveled_tiles_mean1.2
traveled_tiles_median1
traveled_tiles_min1
valid_direction_max14.233333333333322
valid_direction_mean13.266666666666657
valid_direction_median13.09999999999999
valid_direction_min12.933333333333326
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109191281Yun Chen 🇨🇦PyTorch DDPG templateaido1_LF1_r3-v3step1-simulationsuccessnorudolf-70:08:34
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simulation-passed1
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108921280Yun Chen 🇨🇦Random executionaido1_LF1_r3-v3step1-simulationsuccessnorudolf-70:02:12
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simulation-passed1
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108841279Yun Chen 🇨🇦ROS-based Lane Followingaido1_LF1_r3-v3step4-vizsuccessyesrudolf-70:01:40
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driven_lanedir_median0.2332896871989636
deviation-center-line_median0.2116792544883902
in-drivable-lane_median0


other stats
deviation-center-line_max0.6323564732185519
deviation-center-line_mean0.2912504656486582
deviation-center-line_min0.12670548452775535
deviation-heading_max1.728976789403258
deviation-heading_mean0.8194124233994693
deviation-heading_median0.582523377361064
deviation-heading_min0.4668112744530743
driven_any_max1.0714883694442423
driven_any_mean0.39858127916586666
driven_any_median0.25000443206491196
driven_any_min0.14641855465317552
driven_lanedir_max0.8388467814636376
driven_lanedir_mean0.33922668007033285
driven_lanedir_min0.129237910180789
in-drivable-lane_max1.9000000000000024
in-drivable-lane_mean0.3800000000000005
in-drivable-lane_min0
per-episodes
details{"ep000": {"driven_any": 1.0714883694442423, "driven_lanedir": 0.8388467814636376, "in-drivable-lane": 1.9000000000000024, "deviation-heading": 1.728976789403258, "deviation-center-line": 0.6323564732185519}, "ep001": {"driven_any": 0.3250077317230347, "driven_lanedir": 0.31702584203169426, "in-drivable-lane": 0, "deviation-heading": 0.4668112744530743, "deviation-center-line": 0.35258484316877714}, "ep002": {"driven_any": 0.14641855465317552, "driven_lanedir": 0.129237910180789, "in-drivable-lane": 0, "deviation-heading": 0.582523377361064, "deviation-center-line": 0.12670548452775535}, "ep003": {"driven_any": 0.1999873079439689, "driven_lanedir": 0.17773317947657974, "in-drivable-lane": 0, "deviation-heading": 0.742904646059641, "deviation-center-line": 0.13292627283981628}, "ep004": {"driven_any": 0.25000443206491196, "driven_lanedir": 0.2332896871989636, "in-drivable-lane": 0, "deviation-heading": 0.5758460297203092, "deviation-center-line": 0.2116792544883902}}
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108731279Yun Chen 🇨🇦ROS-based Lane Followingaido1_LF1_r3-v3step3-videossuccessyesrudolf-70:00:59
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videos1
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108681279Yun Chen 🇨🇦ROS-based Lane Followingaido1_LF1_r3-v3step2-scoringsuccessyesrudolf-70:00:22
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survival_time_median2.4000000000000012


other stats
episodes
details{"ep000": {"nsteps": 302, "reward": -3.5777069131588557, "good_angle": 0.6024564633123007, "survival_time": 10.066666666666642, "traveled_tiles": 3, "valid_direction": 0.8333333333333304}, "ep001": {"nsteps": 93, "reward": -11.362867097380342, "good_angle": 0.1931402884433512, "survival_time": 3.0999999999999988, "traveled_tiles": 1, "valid_direction": 0.36666666666666536}, "ep002": {"nsteps": 43, "reward": -23.74938964081365, "good_angle": 0.392680801778661, "survival_time": 1.4333333333333345, "traveled_tiles": 2, "valid_direction": 0.7333333333333345}, "ep003": {"nsteps": 58, "reward": -17.61265381656844, "good_angle": 0.5138578545813727, "survival_time": 1.933333333333336, "traveled_tiles": 1, "valid_direction": 0.7666666666666684}, "ep004": {"nsteps": 72, "reward": -14.360620699822904, "good_angle": 0.3875667065210761, "survival_time": 2.4000000000000012, "traveled_tiles": 1, "valid_direction": 0.5333333333333321}}
good_angle_max0.6024564633123007
good_angle_mean0.4179404229273523
good_angle_median0.392680801778661
good_angle_min0.1931402884433512
reward_max-3.5777069131588557
reward_mean-14.13264763354884
reward_median-14.360620699822904
reward_min-23.74938964081365
survival_time_max10.066666666666642
survival_time_mean3.786666666666662
survival_time_min1.4333333333333345
traveled_tiles_max3
traveled_tiles_mean1.6
traveled_tiles_median1
traveled_tiles_min1
valid_direction_max0.8333333333333304
valid_direction_mean0.6466666666666662
valid_direction_median0.7333333333333345
valid_direction_min0.36666666666666536
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108601279Yun Chen 🇨🇦ROS-based Lane Followingaido1_LF1_r3-v3step1-simulationsuccessnorudolf-70:03:01
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simulation-passed1
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108551278Rob VenablesSolution templateaido1_luck-v3step1successyesrudolf-70:00:47
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score144.668091633486554


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108461276Gunshi Gupta 🇨🇦ROS-based Lane Followingaido1_LF1_r3-v3step1-simulationfailednorudolf-70:10:30
InvalidSubmission: T [...]
InvalidSubmission:
Traceback (most recent call last):
  File "/workspace/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 477, in wrap_evaluator
    cie.wait_for_solution()
  File "/workspace/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 270, in wait_for_solution
    raise InvalidSubmission(msg)
InvalidSubmission: Time out: Timeout of 600 while waiting for /challenge-solution-output/output-solution.yaml.
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108151271Andrea Censi 🇨🇭Random executionaido1_LF1_r3-v3step3-videossuccessyesrudolf-70:00:56
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videos1
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108061271Andrea Censi 🇨🇭Random executionaido1_LF1_r3-v3step2-scoringsuccessyesrudolf-70:00:23
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survival_time_median8.49999999999998


other stats
episodes
details{"ep000": {"nsteps": 81, "reward": -12.594963072856634, "good_angle": 1.179753153433826, "survival_time": 2.7, "traveled_tiles": 1, "valid_direction": 2.2333333333333334}, "ep001": {"nsteps": 230, "reward": -5.431255984695062, "good_angle": 16.109426524471456, "survival_time": 7.666666666666649, "traveled_tiles": 2, "valid_direction": 3.9333333333333194}, "ep002": {"nsteps": 255, "reward": -4.346870108328614, "good_angle": 1.0142558554378145, "survival_time": 8.49999999999998, "traveled_tiles": 3, "valid_direction": 2.0999999999999934}, "ep003": {"nsteps": 361, "reward": -3.0704857812487516, "good_angle": 0.034109257356551625, "survival_time": 12.0333333333333, "traveled_tiles": 4, "valid_direction": 0}, "ep004": {"nsteps": 346, "reward": -3.565080447820505, "good_angle": 21.142156874080055, "survival_time": 11.533333333333305, "traveled_tiles": 3, "valid_direction": 3.9666666666666535}}
good_angle_max21.142156874080055
good_angle_mean7.8959403329559406
good_angle_median1.179753153433826
good_angle_min0.034109257356551625
reward_max-3.0704857812487516
reward_mean-5.8017310789899135
reward_median-4.346870108328614
reward_min-12.594963072856634
survival_time_max12.0333333333333
survival_time_mean8.486666666666647
survival_time_min2.7
traveled_tiles_max4
traveled_tiles_mean2.6
traveled_tiles_median3
traveled_tiles_min1
valid_direction_max3.9666666666666535
valid_direction_mean2.4466666666666597
valid_direction_median2.2333333333333334
valid_direction_min0
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107991270Andrea Censi 🇨🇭Random executionaido1_LF1_r3-v3step4-vizsuccessyesrudolf-70:02:25
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driven_lanedir_median0.9394202467524176
deviation-center-line_median0.5005461180613384
in-drivable-lane_median0


other stats
deviation-center-line_max0.8019762026714526
deviation-center-line_mean0.46453888385325126
deviation-center-line_min0.21054410665275972
deviation-heading_max3.827263075148643
deviation-heading_mean1.494999243689109
deviation-heading_median0.9923897161178532
deviation-heading_min0.17098922103056
driven_any_max1.6105203163952195
driven_any_mean0.8935799240412866
driven_any_median0.9415373933628172
driven_any_min0.3657972991350469
driven_lanedir_max1.2454280154214263
driven_lanedir_mean0.7705575447787474
driven_lanedir_min0.15506621419634292
in-drivable-lane_max0.9999999999999964
in-drivable-lane_mean0.3199999999999993
in-drivable-lane_min0
per-episodes
details{"ep000": {"driven_any": 0.3657972991350469, "driven_lanedir": 0.15506621419634292, "in-drivable-lane": 0.6, "deviation-heading": 2.0441369547682884, "deviation-center-line": 0.21054410665275972}, "ep001": {"driven_any": 0.37268928175592897, "driven_lanedir": 0.37189411852472865, "in-drivable-lane": 0, "deviation-heading": 0.17098922103056, "deviation-center-line": 0.2916484846388874}, "ep002": {"driven_any": 1.1773553295574206, "driven_lanedir": 1.1409791289988214, "in-drivable-lane": 0, "deviation-heading": 0.9923897161178532, "deviation-center-line": 0.5005461180613384}, "ep003": {"driven_any": 0.9415373933628172, "driven_lanedir": 0.9394202467524176, "in-drivable-lane": 0, "deviation-heading": 0.4402172513802, "deviation-center-line": 0.5179795072418177}, "ep004": {"driven_any": 1.6105203163952195, "driven_lanedir": 1.2454280154214263, "in-drivable-lane": 0.9999999999999964, "deviation-heading": 3.827263075148643, "deviation-center-line": 0.8019762026714526}}
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107911270Andrea Censi 🇨🇭Random executionaido1_LF1_r3-v3step3-videossuccessyesrudolf-70:00:52
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videos1
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107831270Andrea Censi 🇨🇭Random executionaido1_LF1_r3-v3step2-scoringsuccessyesrudolf-70:00:26
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survival_time_median6.799999999999986


other stats
episodes
details{"ep000": {"nsteps": 81, "reward": -12.59392248302767, "good_angle": 1.2156126068944273, "survival_time": 2.7, "traveled_tiles": 1, "valid_direction": 2.2333333333333334}, "ep001": {"nsteps": 81, "reward": -12.911595400836733, "good_angle": 0.011156086737876828, "survival_time": 2.7, "traveled_tiles": 1, "valid_direction": 0}, "ep002": {"nsteps": 254, "reward": -4.437077517995215, "good_angle": 0.8658368839697798, "survival_time": 8.466666666666647, "traveled_tiles": 3, "valid_direction": 2.033333333333327}, "ep003": {"nsteps": 204, "reward": -5.272974844510649, "good_angle": 0.03033246554319256, "survival_time": 6.799999999999986, "traveled_tiles": 2, "valid_direction": 0}, "ep004": {"nsteps": 346, "reward": -3.655747907953468, "good_angle": 21.771657353630022, "survival_time": 11.533333333333305, "traveled_tiles": 3, "valid_direction": 3.93333333333332}}
good_angle_max21.771657353630022
good_angle_mean4.77891907935506
good_angle_median0.8658368839697798
good_angle_min0.011156086737876828
reward_max-3.655747907953468
reward_mean-7.7742636308647475
reward_median-5.272974844510649
reward_min-12.911595400836733
survival_time_max11.533333333333305
survival_time_mean6.439999999999986
survival_time_min2.7
traveled_tiles_max3
traveled_tiles_mean2
traveled_tiles_median2
traveled_tiles_min1
valid_direction_max3.93333333333332
valid_direction_mean1.6399999999999963
valid_direction_median2.033333333333327
valid_direction_min0
No reset possible
10777356Bhairav MehtaPyTorch DDPG templateaido1_LF1_r3-v3step4-vizsuccessyesrudolf-70:01:54
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driven_lanedir_median0.481042290524149
deviation-center-line_median0.2339370288761713
in-drivable-lane_median3.1666666666666554


other stats
deviation-center-line_max0.3887111922952009
deviation-center-line_mean0.2586161601601217
deviation-center-line_min0.18135154954873856
deviation-heading_max2.50309613217222
deviation-heading_mean1.2944517420712691
deviation-heading_median0.9876146032429244
deviation-heading_min0.22282122232957288
driven_any_max1.2789432717800575
driven_any_mean0.8078205932391744
driven_any_median1.0186256472933577
driven_any_min0.2568548411010332
driven_lanedir_max0.6886799360751179
driven_lanedir_mean0.4077758085758731
driven_lanedir_min0.12255962906563632
in-drivable-lane_max4.366666666666651
in-drivable-lane_mean2.3533333333333255
in-drivable-lane_min0
per-episodes
details{"ep000": {"driven_any": 0.3451086440022018, "driven_lanedir": 0.12255962906563632, "in-drivable-lane": 0.6666666666666666, "deviation-heading": 1.845635471935517, "deviation-center-line": 0.18135154954873856}, "ep001": {"driven_any": 0.2568548411010332, "driven_lanedir": 0.25402061296093104, "in-drivable-lane": 0, "deviation-heading": 0.22282122232957288, "deviation-center-line": 0.2339370288761713}, "ep002": {"driven_any": 1.2789432717800575, "driven_lanedir": 0.6886799360751179, "in-drivable-lane": 3.1666666666666554, "deviation-heading": 2.50309613217222, "deviation-center-line": 0.3887111922952009}, "ep003": {"driven_any": 1.1395705620192222, "driven_lanedir": 0.4925765742535315, "in-drivable-lane": 4.366666666666651, "deviation-heading": 0.913091280676112, "deviation-center-line": 0.25652286886349257}, "ep004": {"driven_any": 1.0186256472933577, "driven_lanedir": 0.481042290524149, "in-drivable-lane": 3.566666666666654, "deviation-heading": 0.9876146032429244, "deviation-center-line": 0.232558161217005}}
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10773356Bhairav MehtaPyTorch DDPG templateaido1_LF1_r3-v3step3-videossuccessyesrudolf-70:01:17
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videos1
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10764522Anton Mashikhin 🇷🇺AI DL RL MML XXXL 2k18 yooaido1_LF1_r3-v3step4-vizsuccessyesrudolf-70:01:45
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driven_lanedir_median0.04411107874427467
deviation-center-line_median0.03382312812944439
in-drivable-lane_median0


other stats
deviation-center-line_max0.036932541750262865
deviation-center-line_mean0.025155405677972437
deviation-center-line_min0
deviation-heading_max0.33344468140579925
deviation-heading_mean0.22039329655951928
deviation-heading_median0.26280377843412867
deviation-heading_min0
driven_any_max3.3176367416071093
driven_any_mean0.7248170230659711
driven_any_median0.07328113284674392
driven_any_min0.05329536934308598
driven_lanedir_max0.04675978410254445
driven_lanedir_mean0.034855625077198346
driven_lanedir_min0
in-drivable-lane_max16.63333333333332
in-drivable-lane_mean3.3733333333333304
in-drivable-lane_min0
per-episodes
details{"ep000": {"driven_any": 3.3176367416071093, "driven_lanedir": 0, "in-drivable-lane": 16.63333333333332, "deviation-heading": 0, "deviation-center-line": 0}, "ep001": {"driven_any": 0.05329536934308598, "driven_lanedir": 0.03825011064919037, "in-drivable-lane": 0, "deviation-heading": 0.21638555899448664, "deviation-center-line": 0.034025485829071465}, "ep002": {"driven_any": 0.07328113284674392, "driven_lanedir": 0.04515715188998226, "in-drivable-lane": 0, "deviation-heading": 0.33344468140579925, "deviation-center-line": 0.036932541750262865}, "ep003": {"driven_any": 0.11325265985405814, "driven_lanedir": 0.04411107874427467, "in-drivable-lane": 0.23333333333333336, "deviation-heading": 0.28933246396318174, "deviation-center-line": 0.020995872681083456}, "ep004": {"driven_any": 0.0666192116788584, "driven_lanedir": 0.04675978410254445, "in-drivable-lane": 0, "deviation-heading": 0.26280377843412867, "deviation-center-line": 0.03382312812944439}}
No reset possible
107481236Gunshi Gupta 🇨🇦ROS-based Lane Followingaido1_LF1_r3-v3step1-simulationfailednorudolf-70:10:50
InvalidSubmission: T [...]
InvalidSubmission:
Traceback (most recent call last):
  File "/workspace/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 477, in wrap_evaluator
    cie.wait_for_solution()
  File "/workspace/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 270, in wait_for_solution
    raise InvalidSubmission(msg)
InvalidSubmission: Time out: Timeout of 600 while waiting for /challenge-solution-output/output-solution.yaml.
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10726286Anton Mashikhin 🇷🇺AI DL RL MML XXXL 2k18 yooaido1_LF1_r3-v3step1-simulationerrornorudolf-70:10:38
Timeout: Waited 603 [...]
Timeout:

Waited 603.492291927 for container to finish. Giving up. 
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10725462Jonathan Plante 🇨🇦JP pipelineaido1_LF1_r3-v3step1-simulationerrornorudolf-70:00:33
The result file is n [...]
The result file is not found. This usually means that the evaluator did not finish
and some times that there was an import error.

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10723541Jonathan Plante 🇨🇦JP pipelineaido1_LF1_r3-v3step1-simulationfailednorudolf-70:00:40
InvalidSubmission: T [...]
InvalidSubmission:
Traceback (most recent call last):
  File "/workspace/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 486, in wrap_evaluator
    raise InvalidSubmission(out[SPECIAL_INVALID_SUBMISSION])
InvalidSubmission: Invalid solution:
Traceback (most recent call last):
  File "/notebooks/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 585, in wrap_solution
    solution.run(cis)
  File "solution.py", line 63, in run
    raise InvalidSubmission(str(e))
InvalidSubmission: local variable 'a' referenced before assignment

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10717615David AbrahamPyTorch templateaido1_LF1_r3-v3step4-vizsuccessyesrudolf-70:02:15
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driven_lanedir_median0.593308333848992
deviation-center-line_median0.30380927374491706
in-drivable-lane_median2.8333333333333233


other stats
deviation-center-line_max0.5005566653396404
deviation-center-line_mean0.3053522574107309
deviation-center-line_min0.181174769823948
deviation-heading_max2.9293433328930023
deviation-heading_mean1.457342729714867
deviation-heading_median1.0191622469513104
deviation-heading_min0.29741946218783494
driven_any_max1.330685152058223
driven_any_mean0.8767437335378425
driven_any_median1.2676507953462643
driven_any_min0.1684313734608442
driven_lanedir_max0.6849044002094429
driven_lanedir_mean0.4405941138662066
driven_lanedir_min0.10790974698505562
in-drivable-lane_max4.399999999999984
in-drivable-lane_mean2.293333333333326
in-drivable-lane_min0
per-episodes
details{"ep000": {"driven_any": 0.34102001968280693, "driven_lanedir": 0.10790974698505562, "in-drivable-lane": 0.7666666666666666, "deviation-heading": 2.0726992476879587, "deviation-center-line": 0.2046144811208511}, "ep001": {"driven_any": 0.1684313734608442, "driven_lanedir": 0.16418197015373526, "in-drivable-lane": 0, "deviation-heading": 0.29741946218783494, "deviation-center-line": 0.181174769823948}, "ep002": {"driven_any": 1.2759313271410742, "driven_lanedir": 0.6526661181338074, "in-drivable-lane": 2.8333333333333233, "deviation-heading": 2.9293433328930023, "deviation-center-line": 0.5005566653396404}, "ep003": {"driven_any": 1.330685152058223, "driven_lanedir": 0.593308333848992, "in-drivable-lane": 4.399999999999984, "deviation-heading": 0.968089358854228, "deviation-center-line": 0.336606097024298}, "ep004": {"driven_any": 1.2676507953462643, "driven_lanedir": 0.6849044002094429, "in-drivable-lane": 3.4666666666666544, "deviation-heading": 1.0191622469513104, "deviation-center-line": 0.30380927374491706}}
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107101002Laurent MandrileTensorflow templateaido1_LF1_r3-v3step4-vizsuccessyesrudolf-70:02:33
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driven_lanedir_median0.0958908069543778
deviation-center-line_median0.17962751025510462
in-drivable-lane_median3.3333333333333233


other stats
deviation-center-line_max0.8439804300523625
deviation-center-line_mean0.26553448463337254
deviation-center-line_min0.041641315532446536
deviation-heading_max7.713631633240814
deviation-heading_mean2.439015326562819
deviation-heading_median1.1814767516542048
deviation-heading_min0.3747283471553756
driven_any_max3.343731442526935
driven_any_mean1.2511177462517495
driven_any_median1.2140094739554237
driven_any_min0.15264807230455107
driven_lanedir_max1.1513825364526962
driven_lanedir_mean0.33867295619196625
driven_lanedir_min0.035517354683261004
in-drivable-lane_max5.499999999999986
in-drivable-lane_mean2.92666666666666
in-drivable-lane_min0.20000000000000007
per-episodes
details{"ep000": {"driven_any": 1.284994355509164, "driven_lanedir": 0.3375407056887837, "in-drivable-lane": 4.699999999999992, "deviation-heading": 1.1814767516542048, "deviation-center-line": 0.1915641769361276}, "ep001": {"driven_any": 1.2140094739554237, "driven_lanedir": 0.0958908069543778, "in-drivable-lane": 3.3333333333333233, "deviation-heading": 2.449274801322821, "deviation-center-line": 0.17962751025510462}, "ep002": {"driven_any": 0.26020538696267453, "driven_lanedir": 0.035517354683261004, "in-drivable-lane": 0.9000000000000011, "deviation-heading": 0.3747283471553756, "deviation-center-line": 0.041641315532446536}, "ep003": {"driven_any": 3.343731442526935, "driven_lanedir": 1.1513825364526962, "in-drivable-lane": 5.499999999999986, "deviation-heading": 7.713631633240814, "deviation-center-line": 0.8439804300523625}, "ep004": {"driven_any": 0.15264807230455107, "driven_lanedir": 0.07303337718071257, "in-drivable-lane": 0.20000000000000007, "deviation-heading": 0.47596509944087984, "deviation-center-line": 0.07085899039082134}}
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107061002Laurent MandrileTensorflow templateaido1_LF1_r3-v3step3-videossuccessyesrudolf-70:00:58
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other stats
videos1
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10699382Andrea Censi 🇨🇭Tensorflow templateaido1_LFV_r1-v3step4-vizsuccessnorudolf-70:01:50
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deviation-center-line_median0.135523488622255
in-drivable-lane_median0


other stats
deviation-center-line_max0.20277288570255247
deviation-center-line_mean0.15713995760247873
deviation-center-line_min0.12319705432375865
deviation-heading_max0.6730755856361216
deviation-heading_mean0.5580494388122992
deviation-heading_median0.6240102711938362
deviation-heading_min0.34745856663715596
driven_any_max2.7073291631833416
driven_any_mean1.5041500711544669
driven_any_median1.3999000061733755
driven_any_min0.7901078660859177
driven_lanedir_max2.1809273114937224
driven_lanedir_mean1.3680573066310124
driven_lanedir_median1.3418330633997482
driven_lanedir_min0.771662756347127
in-drivable-lane_max1.3000000000000005
in-drivable-lane_mean0.26000000000000006
in-drivable-lane_min0
per-episodes
details{"ep000": {"driven_any": 2.7073291631833416, "driven_lanedir": 2.1809273114937224, "in-drivable-lane": 1.3000000000000005, "deviation-heading": 0.6240102711938362, "deviation-center-line": 0.20277288570255247}, "ep001": {"driven_any": 0.7901078660859177, "driven_lanedir": 0.771662756347127, "in-drivable-lane": 0, "deviation-heading": 0.34745856663715596, "deviation-center-line": 0.12319705432375865}, "ep002": {"driven_any": 1.1990049307302877, "driven_lanedir": 1.1529037630673282, "in-drivable-lane": 0, "deviation-heading": 0.6708255934156495, "deviation-center-line": 0.19167733007167811}, "ep003": {"driven_any": 1.4244083895994109, "driven_lanedir": 1.3929596388471372, "in-drivable-lane": 0, "deviation-heading": 0.4748771771787324, "deviation-center-line": 0.13252902929214944}, "ep004": {"driven_any": 1.3999000061733755, "driven_lanedir": 1.3418330633997482, "in-drivable-lane": 0, "deviation-heading": 0.6730755856361216, "deviation-center-line": 0.135523488622255}}
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10687382Andrea Censi 🇨🇭Tensorflow templateaido1_LFV_r1-v3step3-videossuccessyesrudolf-70:00:57
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other stats
videos1
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106791269Anton Mashikhin 🇷🇺Tensorflow templateaido1_LF1_r3-v3step4-vizsuccessyesrudolf-70:03:31
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driven_lanedir_median1.1858751062372497
deviation-center-line_median0.563832971626301
in-drivable-lane_median0


other stats
deviation-center-line_max1.171904084883277
deviation-center-line_mean0.6539107884903486
deviation-center-line_min0.24020081309801997
deviation-heading_max3.0057576388028675
deviation-heading_mean1.5424166222765243
deviation-heading_median1.7568368852682044
deviation-heading_min0.2120145709685025
driven_any_max2.881829737813101
driven_any_mean1.5227547131437291
driven_any_median1.3207264084194723
driven_any_min0.3081525678993841
driven_lanedir_max2.566276890528922
driven_lanedir_mean1.353809568945074
driven_lanedir_min0.30220264994404955
in-drivable-lane_max0.7666666666666639
in-drivable-lane_mean0.2999999999999995
in-drivable-lane_min0
per-episodes
details{"ep000": {"driven_any": 2.2732605836701687, "driven_lanedir": 1.899170232720776, "in-drivable-lane": 0.7333333333333333, "deviation-heading": 3.0057576388028675, "deviation-center-line": 0.7382793824375652}, "ep001": {"driven_any": 0.3081525678993841, "driven_lanedir": 0.30220264994404955, "in-drivable-lane": 0, "deviation-heading": 0.2120145709685025, "deviation-center-line": 0.24020081309801997}, "ep002": {"driven_any": 1.3207264084194723, "driven_lanedir": 1.1858751062372497, "in-drivable-lane": 0, "deviation-heading": 2.2534935478285467, "deviation-center-line": 0.5553366904065802}, "ep003": {"driven_any": 2.881829737813101, "driven_lanedir": 2.566276890528922, "in-drivable-lane": 0.7666666666666639, "deviation-heading": 1.7568368852682044, "deviation-center-line": 1.171904084883277}, "ep004": {"driven_any": 0.8298042679165203, "driven_lanedir": 0.8155229652943727, "in-drivable-lane": 0, "deviation-heading": 0.4839804685145004, "deviation-center-line": 0.563832971626301}}
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106751269Anton Mashikhin 🇷🇺Tensorflow templateaido1_LF1_r3-v3step3-videossuccessyesrudolf-70:01:05
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videos1
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106711269Anton Mashikhin 🇷🇺Tensorflow templateaido1_LF1_r3-v3step2-scoringsuccessyesrudolf-70:00:21
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survival_time_median8.066666666666649


other stats
episodes
details{"ep000": {"nsteps": 366, "reward": -2.8605892974333647, "good_angle": 1.0505563586293576, "survival_time": 12.199999999999967, "traveled_tiles": 4, "valid_direction": 1.5999999999999943}, "ep001": {"nsteps": 68, "reward": -15.262957413845202, "good_angle": 0.07264626603606153, "survival_time": 2.2666666666666684, "traveled_tiles": 1, "valid_direction": 0.13333333333333286}, "ep002": {"nsteps": 242, "reward": -4.316510446161111, "good_angle": 0.7448688903986106, "survival_time": 8.066666666666649, "traveled_tiles": 3, "valid_direction": 1.1333333333333302}, "ep003": {"nsteps": 500, "reward": -0.28015136850846467, "good_angle": 0.36737863546305544, "survival_time": 16.666666666666654, "traveled_tiles": 6, "valid_direction": 0.8333333333333304}, "ep004": {"nsteps": 185, "reward": -5.872051970217679, "good_angle": 0.12052446599570546, "survival_time": 6.1666666666666545, "traveled_tiles": 2, "valid_direction": 0.2333333333333325}}
good_angle_max1.0505563586293576
good_angle_mean0.47119492330455814
good_angle_median0.36737863546305544
good_angle_min0.07264626603606153
reward_max-0.28015136850846467
reward_mean-5.718452099233165
reward_median-4.316510446161111
reward_min-15.262957413845202
survival_time_max16.666666666666654
survival_time_mean9.07333333333332
survival_time_min2.2666666666666684
traveled_tiles_max6
traveled_tiles_mean3.2
traveled_tiles_median3
traveled_tiles_min1
valid_direction_max1.5999999999999943
valid_direction_mean0.7866666666666641
valid_direction_median0.8333333333333304
valid_direction_min0.13333333333333286
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106641269Anton Mashikhin 🇷🇺Tensorflow templateaido1_LF1_r3-v3step1-simulationsuccessnorudolf-70:02:27
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simulation-passed1
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